# ling539-playground

This is my fun playground for all things LING 539! 

Hoping to create some fun projects to showcase what I have learned.


## Naive Bayes!

Naive Bayes are discussed in [bayes.md](bayes.md). Users can also utilize a fully functional bayes model in  [bayes.py](bayes.py).


## Logistic Regression

A generalized description of Logistic Regression is in [WhatIsLogisticRegression.md](WhatIsLogisticRegression.md) with a more in depth breakdown of its importance to Statistical NLP in [LogisticRegression.md](LogisticRegression.md).

## Neural Networks

Neural Networks are a part of LING 539 and discussed in [NeuralNet.md](NeuralNet.md).

The file also provides an example of a Neural Net and its generalized function.

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### Soon To Be

- [ ] NLP Basics
- [ ] Word Representations
- [ ] TF-IDF
- [ ] And more!!!